ComfyUI: Advanced understanding Part 2

This is Part 2 of my basics series. Last time we learned how to set the conditioning to the whole scene, time to see how to make localized changes.
I'm also talking about LCM, Math Nodes and other big and small tricks! As always do let me know what you think and if I should keep releasing "basics" tutorials or you prefer more advanced stuff.
Discord server: / discord
00:00 Intro
00:30 Area Conditioning
02:20 Math Nodes
04:31 Latent Upscale
06:56 External Photo Editing
08:53 Conditioning Mask
10:13 GLIGEN
12:04 LCM
13:57 Inpainting Latent Mask
16:56 Inpainting Models
18:37 Models merging
19:59 Outpainting
23:17 Removing the latent mask
24:40 Outro

Пікірлер: 341

  • @Firespark81
    @Firespark812 ай бұрын

    Please for the love of all that is good in the world keep making these! Holy crap I learn so much from these guides. Absolutely fantastic work! Thank you!

  • @olegpars

    @olegpars

    Ай бұрын

    So true! @latentvision please continue this series if you have time )

  • @edits_for_fun
    @edits_for_fun5 ай бұрын

    Everyone say do this, do that. But you go in detail and say why you need to do something. After learning about conditioning in part-1 I started using them more. Now it's area composition and outpaintings. Thankyou very much for the video 😊

  • @velvetjones8634

    @velvetjones8634

    5 ай бұрын

    These videos maintain the spirit of Comfy.

  • @ericren5390

    @ericren5390

    4 ай бұрын

    Yes, really great stuff that lets us understand the inner core of comfy. This is definitely the most useful Comfy channel I've found.

  • @igormukomela7896
    @igormukomela78965 ай бұрын

    It’s very cool that you are not in a hurry to move on to more complex things, the power of ComfyUI lies in a very deep understanding of the basic staff. On automatic 1111 you are limited by the UI. In the ComfyUI, thanks to understanding the basics, you can solve much more complex tasks. That’s why the most useful series of your videos is about the base staff

  • @ultimategolfarchives4746

    @ultimategolfarchives4746

    5 ай бұрын

    So true 👍

  • @Tertion

    @Tertion

    5 ай бұрын

    I just think that everything is better with nodes.... texturing, rigging, AI...

  • @joeyc666
    @joeyc6663 ай бұрын

    To anyone finding it had to keep up, there's no shame in putting it on 0.5x speed and rewinding like 15 times until it's clear. Certainly works for me :)

  • @div8124

    @div8124

    3 ай бұрын

    Exactly, as I sometimes consider myself a fast learner, but this video still took me 4 hours, with times of rewind

  • @AriasThirdOfHisName

    @AriasThirdOfHisName

    2 ай бұрын

    You come in for a finger and he GIVES you the entire hand.

  • @joeyc666

    @joeyc666

    16 күн бұрын

    @@AriasThirdOfHisName interesting choice of words 😂

  • @dimitrimitropoulos
    @dimitrimitropoulos5 ай бұрын

    I've waited my whole life for this video, haha. Absolutely incredible stuff!

  • @latentvision

    @latentvision

    5 ай бұрын

    hope you are not too old :)

  • @831digital
    @831digital5 ай бұрын

    By far the best tutorials on KZread. The Gold Standard. Thank you! 🙏🙏🙏

  • @marlus
    @marlus25 күн бұрын

    This trilogy is the best Comfy UI / Stable Diffusion tutorial I've seen so far! Thank you so much!!! Please, continue!

  • @anthanh1921
    @anthanh19212 ай бұрын

    Please keep making these vids!!! I have a completely new viewpoint on comfy after your detail explanations. Finally I could escape the "flow copycat" way of working. The amount of usefulness is unmatched. Thanks a lot Matteo!

  • @kenjibailly
    @kenjibailly5 күн бұрын

    Very well explained, I love this series of tutorials as it gives a much better understanding of what I’m doing. Please keep making these! They are the most interesting tutorials I have found yet! Thank you!

  • @Utoko
    @Utoko5 ай бұрын

    The Information in your videos is amazing. Always learning so much. Thanks for sharing

  • @TheFutureThinker
    @TheFutureThinker5 ай бұрын

    Matteo , you are always the OG to me. A lots of value from your video, real talk in AI technical way. Rather than someone click a button and mention how beautiful the image is , how detail the background is, etc.

  • @m1ndcoreX
    @m1ndcoreX5 ай бұрын

    Dude, you are awesome. Thanks for your great videos, I'll always get inspired after watching them. What i like the most is that you are going really deep into these topics while skipping all unnecessary youtube bloat. Thank you very much for your work!

  • @groucho828
    @groucho8285 ай бұрын

    Excellent tutorial, thank you! Yours are always so insightful not only demonstrating new techniques but alternate options to improve basic workflows, it always creates an "aha!" moment for me. Much appreciated!

  • @neumann659
    @neumann6594 ай бұрын

    This man knows how to make great and informative tutorials! Thanks for that

  • @tzgaming207
    @tzgaming2074 ай бұрын

    Most other SD tutorial videos I've watched just go "do this, do that, _et voila!_ " but don't always explain much about why they chose the particular way they did, & don't demonstrate contrasting approaches & show the pros & cons. Others also only seem to cover the basics of the basics, but frequently leave me feeling like I'm missing something. Your videos have been filling in some integral gaps for me. Thank you!

  • @charliesteer
    @charliesteer4 ай бұрын

    These videos are fantastic. I very much appreciate you sharing the more in-depth knowledge you have. If you think about more areas to touch upon in this series, I would love to see more and I would be very grateful for it. Great job!

  • @latentvision

    @latentvision

    4 ай бұрын

    I'm preparing the third episode :)

  • @davelawri3
    @davelawri35 ай бұрын

    I really appreciate your comfyui tutorials. After struggling with so many 'copy-and-pray' videos, yours are a breath of fresh air. You explain the reasoning, I feel confident playing around and making things my own. You've really helped me level up my skills

  • @carstenli
    @carstenli5 ай бұрын

    These tutorials are pure gold and will be extremely helpful for beginners as well as advanced users🥇 - The outtakes are a nice touch.

  • @tuanchau3839
    @tuanchau38393 ай бұрын

    normally i fall asleep watching tutorials, but not this time, thank you for being generous and sharing knowledge in an understandable way!

  • @DarylHorton
    @DarylHorton5 ай бұрын

    IMO, you make the best tutorials on ComfyUI. I check back weekly, if not daily, to see if you've produced a new one. I can understand how these can eat up a large amount of your time. You need an apprentice.

  • @potusuk
    @potusuk5 ай бұрын

    I know this is fast for many (definitely me included) but Matteo has thoughtfully timecoded this with the relevant chapters, pause & replay will win the day, don't forget you can also change playback speed. Thank you Matteo

  • @jemo
    @jemo3 ай бұрын

    Wisdom on rapid fire. My brain is red hot from so many neurons hit with your knowledge. Keep it coming.

  • @hleet
    @hleet4 ай бұрын

    That's when I realise that I know nothing about Comfyui ! LOL So complex and beautiful at the same time

  • @fabioinspires
    @fabioinspires5 ай бұрын

    Part 2 is here, yes yes yes. I have never been this excited for part 2 video. Thank you so much.

  • @crow-mag4827
    @crow-mag48275 ай бұрын

    These videos are the best! They make me feel stupid, and that makes me want to learn and become as proficient as you are. I will probably have to watch this 50x to fully grasp all the info in it. Thx for all you do!

  • @wellshotproductions6541
    @wellshotproductions65415 ай бұрын

    I absolutely love your teaching style. You cover everything in your given topic in such a straightforward manner, but also (and just as important), you also sneak in tons of additional information along the way. For example, talking about the difference between converging and non-converging samplers. You just casually show the difference between SDE and other sampling methods (which is not even the topic of this tutorial).... and meanwhile, my mind gets blown a little bit and now I am starting to figure out when and why to change samplers on top of everything else I just learned. Wow. Thank you Matteo!

  • @JunkieGoose
    @JunkieGoose2 ай бұрын

    Please make more of this series! And thank you so much for such amazing explanation!

  • @random_sd_guy
    @random_sd_guy5 ай бұрын

    Thank you very much for this extensive tutorial. I usually do not comment on videos, but in this case I must express how amazing your content is. I really hope, you will continue this series as it is extremely valuable to everyone who likes to learn about SD. Thanks! 🙏

  • @GiniBunny
    @GiniBunny3 ай бұрын

    Looking forward to wore basics + explanations -- you are great at this, and are really helping people like us who are learning

  • @davidb8057
    @davidb80575 ай бұрын

    Every new video from you is a treat, Mateo, and this "tutorial" series is incredibly helpful. Love your way of teaching.

  • @lucvaligny5410
    @lucvaligny54104 ай бұрын

    one more time , one of the best video on ComfyUi , Matt3o president ...!!!!!

  • @Kryptonic83
    @Kryptonic8326 күн бұрын

    fascinating, so many things I didn't think were possible. (also LOL loved the bloopers bit)

  • @CyberGirl-pg6eo
    @CyberGirl-pg6eo5 ай бұрын

    This is worth more than paid courses on the internet. Keep doing this from the basic. I'm waiting how many magic things happens with the comfy in the future. Best of luck!

  • @urgyen9689
    @urgyen96893 ай бұрын

    Thank you very much! I really enjoy your in-depth explanation about how things work under the hood with practical applications. More like this please 👍

  • @binarybrian
    @binarybrian5 ай бұрын

    Thank you! I've always been frustrated and had poor results with these basic ComfyUI tools. Seeing how to correctly apply them and add in advanced techniques is really helping me improve my abilities and understanding.

  • @madmushroom8639
    @madmushroom86395 ай бұрын

    Ah yes was waiting for this, thank you so much!

  • 4 ай бұрын

    Best videos on generating images and comfyui.

  • @ericruffy2124
    @ericruffy21245 ай бұрын

    outstanding as always, Matteo ~ thx again for the deep understanding help. 😘

  • @motionau
    @motionau3 ай бұрын

    These two tutorials and the information shared on the Discord page have advanced my capabilities and, even more importantly, my enjoyment of using Comfy. I thank you for your informative videos and the endless creative possibilities driven by the Ipadapter nodes. I patiently wait for the next edition of this video series.

  • @SK-ke8nu
    @SK-ke8nu28 күн бұрын

    Much thanks for another amazing video, one of a kind!

  • @ManoloPiquero
    @ManoloPiquero5 ай бұрын

    there is so much functionality to comfyui that it is hard to learn them all until we see these tutorials where we can understand AND follow along. Well don thank you. please keep these up and any other new interesting projects as well

  • @1lllllllll1
    @1lllllllll13 ай бұрын

    Absolutely fantastic stuff, it’s soooo worth your time, 100 likes from me! I hope to see more of this format. The knowledge per minute index is really high.

  • @Foolsjoker
    @Foolsjoker5 ай бұрын

    Seriously Matt3o, I started this and was like...oh wow, I already know all of this...then you dropped like 10+ things I didn't even know existed. Great work as usual.

  • @check9094
    @check90942 ай бұрын

    As someone with only some a111 experience, I learned a ton from this series. Please continue!

  • @DOntTouCHmYPaNDa
    @DOntTouCHmYPaNDa5 ай бұрын

    Obviously if it takes too much out of you, don’t continue making these videos. BUT if it doesn’t, please do!! I learn so much from your videos. Hands down, you are the best creator in this space and I greatly appreciate the work you put into this community.

  • @moonstrobe
    @moonstrobeАй бұрын

    I really like these videos. Densely packed with information, that is all very useful. They also teach some good core principles. So please keep making more.

  • @eucharistenjoyer
    @eucharistenjoyer5 ай бұрын

    Amazing as always! Please, keep doing these, they're great help, direct and to the point.

  • @razvanmatt
    @razvanmatt5 ай бұрын

    Thanks a lot for taking the time to do these videos, I really learned more from you than any other channel that covers this. I definitely vote for these types of videos that go in depth into the inner workings of comfy and SD so please don't stop. See you on the discord server.

  • @brothachris
    @brothachris5 ай бұрын

    These basics videos are fantastic!! Please keep doing these from time to time.

  • @OscarLindahlofficial
    @OscarLindahlofficial5 ай бұрын

    Thank you Matteo!! Was so excited waiting for part 2! Great explanation as always!

  • @art2themax
    @art2themax5 ай бұрын

    You have a lot to teach us. Please more. Thank you for great work.

  • @egerdrawings9468
    @egerdrawings94682 ай бұрын

    Really nice tutorials ! Learned a lot about stepping it up in comfy. I got a basic workflow running but didnt know how to move forward from there. Not only do know stuff to add now, I can tweak the existing one for better reults. I'm am new to this whole stuff and your in depth explenation of vaes, samplers etc. really helped. I hope you find the time to continue these tutorials

  • @ToscanoErik
    @ToscanoErik5 ай бұрын

    Keep them coming Matteo! You are truly amazing at this, thank you so much!

  • @jedpowell2434
    @jedpowell243423 күн бұрын

    Amazing work really appreciated, my heads blown with the endless possibilities.

  • @screamingstarprime3503
    @screamingstarprime35035 ай бұрын

    I absolutely love your videos. Perfect info, great pacing and production value, and thought provoking. Just wanted to chime in to say I appreciate your content and look forward to every new one.

  • @chiptaylor1124
    @chiptaylor11245 ай бұрын

    Fantastic, I will have to watch many more times as there is so much great information packed into this tutorial. Yes! Please keep making these. Thank you!

  • @MatrixTek
    @MatrixTek5 ай бұрын

    That was great. I learn a little more every time. Thank you!

  • @hosseinmaghami3816
    @hosseinmaghami38164 ай бұрын

    You explain it like a piece of cake, thank you so much

  • @OfirMusic6
    @OfirMusic62 ай бұрын

    THANK YOU please keep creating this tutorials , i didnt found anyone that teaches good as you

  • @JH-id6rk
    @JH-id6rk5 ай бұрын

    This was mind blowing! Thank you so much! Please do more of these if you have time!

  • @zenko4187
    @zenko41875 ай бұрын

    YAY, I was hoping you'd make another video. Also just got started with masked attention and its been amazing. Thanks a ton for the tutorials and even more for making these tools.

  • @TheBeautyAndTheBinary
    @TheBeautyAndTheBinary5 ай бұрын

    Please continue with this series! It's very indepth and I learned a lot. Thank you!

  • @pixelpisasu
    @pixelpisasu5 ай бұрын

    ❤Lots of love❤. Dont stop this series. 😊.

  • @davisburnside9609
    @davisburnside96094 ай бұрын

    I very much appreciate you making this series.

  • @23freecall
    @23freecall5 ай бұрын

    Thank you so much sir for the second part in the series. It will surely help us all. Looking forward for it. Cheers!

  • @SoCBrain
    @SoCBrain5 ай бұрын

    All the tutorials are so clear and easy to follow, have learned a lot very quickly, thanks a million!!!

  • @PlayThisVideo
    @PlayThisVideo5 ай бұрын

    Best ComfyUI tutorials for a deeper understanding. Thanks!

  • @minimalfun
    @minimalfun5 ай бұрын

    YESSSSSSSSSSS !!!! Thank you very much Matteo, I was waiting for this for a long time, thanks a lotttt 🙏🙏🙏

  • @RoguishlyHandsome
    @RoguishlyHandsome5 ай бұрын

    You sure pack a lot of info in these tutorial. Will be re-watching parts of both videos multiple time. Big thank you for all this info.

  • @roktecha
    @roktecha5 ай бұрын

    Greatly appreciate these videos, hope you can continue to find time to make them!

  • @DanyDinho91
    @DanyDinho914 ай бұрын

    La miglior serie di tutorial sul web! Grazie

  • @WalidDingsdale
    @WalidDingsdale5 ай бұрын

    thank you for offering this compact tutorial, please keep on sharing your valuable insight with us.

  • @PinealIlluminati
    @PinealIlluminati5 ай бұрын

    This is incredibly helpful. Thank you so much for sharing!

  • @samwalker4442
    @samwalker44424 ай бұрын

    This is amazing Matteo, thank you 🙌👍

  • @joebright1369
    @joebright13693 ай бұрын

    absolutely amazing - thanks so much for this!

  • @AhmedAmineHomman
    @AhmedAmineHomman4 ай бұрын

    Another great episode. Thank you a lot for this. Your explanations are really educational, it's a real pleasure to learn from your videos.

  • @philvideofilm
    @philvideofilm2 ай бұрын

    This is gold, my friend. Subscribed!

  • @user-hx5ci3fz5w
    @user-hx5ci3fz5w5 ай бұрын

    These tuts are very useful! I hope you continue them.

  • @stephenclement3349
    @stephenclement33494 ай бұрын

    I love your videos! These are incredible examples and I love that you use as basic of nodes as possible to make this easily reproducible! Thanks so much for your great work!

  • @connordissident6881
    @connordissident68814 ай бұрын

    Very good, love these tutorials, would love to see more.

  • @aa-xn5hc
    @aa-xn5hc28 күн бұрын

    Please more often these videos

  • @jonckyy
    @jonckyy4 ай бұрын

    Love you explanations ! really interesting, thanks a lot !

  • @CloakerJosh
    @CloakerJosh5 ай бұрын

    Oh shit, new Matteo just dropped! Haven't got time to watch it now, excited to swing around and check it out tomorrow :)

  • @kobe5113
    @kobe51134 ай бұрын

    much love, thank you for everything you do

  • @pedropaf
    @pedropaf5 ай бұрын

    Really useful stuff Matteo, very well explained, please keep it up! Thanks!

  • @noelbachinimiliti1760
    @noelbachinimiliti17605 ай бұрын

    we love this videos !!! its awesome this type of content as you go through all the steps that everyone has to deal when we start with and in a simple way

  • @RickB2011
    @RickB20114 ай бұрын

    Wow! Fantastic information and the reasoning behind the way you're doing the workflow. Really fabulous. Thank you VERY much.

  • @360krugozor
    @360krugozor2 ай бұрын

    I'll be waiting for the sequel! It's very cool and useful!

  • @TheRoninteam
    @TheRoninteam5 ай бұрын

    Incredible content, thank you, easy this is the best channel to improving your comfyUI skills by far!

  • @reapicus557
    @reapicus5574 ай бұрын

    Another excellent video! I particularly enjoyed your demonstration of making any checkpoint into an in/outpaint one through subtraction. Also, your advice for outpainting and maintaining consistency worked wonders; my follow-along astronaut went from gaining a car's backseat during outpainting to a proper spaceship one. :D (edit) Yes! Keep making these types of videos as well. It is ok if it takes a while for you to upload another one. These are invaluable resources.

  • @hatonafox5170
    @hatonafox51702 ай бұрын

    Amazing content! I love this. Keep making this.

  • @VikingBrent
    @VikingBrent5 ай бұрын

    Please keep doing more with this excellent series!

  • @davidebarranca5370
    @davidebarranca53705 ай бұрын

    100% keep working on these (time permitting)! Thanks for the good stuff!!

  • @miro2832
    @miro28325 ай бұрын

    Perfect video, just what everyone learning Comfy needs! Thanks and looking forward for next one :)

  • @bergarator
    @bergarator5 ай бұрын

    This is incredible Mateo! I am always amazed by your knowledge, of something so complex and ever-changing, your ability to make the difficult easy. I hope you continue to make these tutorials, in general, any tutorial so well explained by comfy. Thank you very much for your effort.

  • @EntaFahemGhalat
    @EntaFahemGhalat5 ай бұрын

    I was waiting for this one . Thank you. And keep this going .. you are making the hard balance of the big value in a short time . This is why I am watching your videos again and again .. ❤❤

  • @mauriziogastoni9779
    @mauriziogastoni97794 ай бұрын

    Man, this is probably the best video I've watched to understand the logic behind workflows and techniques! Thanks!

  • @sonarrio
    @sonarrio5 ай бұрын

    Thank you for this video, it's best content about ComfyUI

  • @comfyuiadrian
    @comfyuiadrian5 ай бұрын

    Thanks for your great videos, it's always get inspired after watching your tutorial video.

  • @MirkoTani73
    @MirkoTani734 ай бұрын

    Sto imparando moltissimo. Grazie e, ti prego, continua! 🤗